Talks

Invited Talks & Presentations

1. Adaptive Federated Knowledge Injection into Medical Foundation Models
   Invited Talk at Stanford University

2. Developing Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced
   Poster Presentation at AAAI 2025

3. Multimodal Artificial Intelligence in Healthcare
   Tutorial at AAAI 2025

4. FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
   Poster Presentation at EMNLP 2024

5. Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
   Poster Presentation at ACL 2024

6. Mitigating Pooling Bias in E-commerce Search via False Negative Estimation
   Oral & Poster Presentation at KDD 2024

7. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
   Oral & Poster Presentation at KDD 2024

8. Hierarchical Pretraining on Multimodal Electronic Health Records
   Poster Presentation at EMNLP 2023

9. Sentence-Level Resampling for Named Entity Recognition
   Poster Presentation at NAACL 2022

10. Enabling Scientific Reproducibility through FAIR Data Management: An ontology-driven deep learning approach in the NeuroBridge Project
    Oral Presentation at AMIA 2022

11. Boosting Search Embedding via Cross Encoder
    Oral Presentation at Instacart